feat(data): 废弃 usage 表 HTTP/结算列，迁移至 settlement_snapshots 与 http_audits

- 新增迁移 20260413030000：标记 billing_status、finalized_at、request_headers 等列为 DEPRECATED
- 更新 baseline_v2.sql 同步废弃注释，BASELINE_V2_CUTOFF_VERSION 升至 20260413030000
- usage/sql.rs：inline body 阈值归零，强制所有 body 走 blob 存储；upsert 时清空 legacy header/output_price 列
- 查询层优先读 usage_settlement_snapshots 的 billing_status、finalized_at、output_price_per_1m
- runtime.rs：stale usage 处理同步写入 usage_settlement_snapshots；SELECT FOR UPDATE 改为 FOR UPDATE OF usage
- 前端：PerformanceAnalysis 页面重构为实时面板，新增 prometheus 工具函数与 monitoring API

apps/aether-gateway/src/maintenance/runtime.rs

@@ -184,16 +184,18 @@ WHERE ledgers.billing_date = $1
 "#;
 const SELECT_STALE_PENDING_USAGE_BATCH_SQL: &str = r#"
 SELECT
-  id,
-  request_id,
-  status,
-  billing_status
+  usage.id,
+  usage.request_id,
+  usage.status,
+  COALESCE(usage_settlement_snapshots.billing_status, usage.billing_status) AS billing_status
 FROM usage
-WHERE status = ANY($1)
-  AND created_at < $2
-ORDER BY created_at ASC, id ASC
+LEFT JOIN usage_settlement_snapshots
+  ON usage_settlement_snapshots.request_id = usage.request_id
+WHERE usage.status = ANY($1)
+  AND usage.created_at < $2
+ORDER BY usage.created_at ASC, usage.id ASC
 LIMIT $3
-FOR UPDATE SKIP LOCKED
+FOR UPDATE OF usage SKIP LOCKED
 "#;
 const SELECT_COMPLETED_PENDING_REQUEST_IDS_SQL: &str = r#"
 SELECT DISTINCT request_id
@@ -222,17 +224,35 @@ SET status = 'failed',
 WHERE id = $1
 "#;
 const UPDATE_FAILED_VOID_STALE_USAGE_SQL: &str = r#"
-UPDATE usage
-SET status = 'failed',
-    status_code = 504,
-    error_message = $2,
-    billing_status = 'void',
-    finalized_at = $3,
-    total_cost_usd = 0,
-    request_cost_usd = 0,
-    actual_total_cost_usd = 0,
-    actual_request_cost_usd = 0
-WHERE id = $1
+WITH updated_usage AS (
+    UPDATE usage
+    SET status = 'failed',
+        status_code = 504,
+        error_message = $2,
+        billing_status = 'void',
+        finalized_at = $3,
+        total_cost_usd = 0,
+        request_cost_usd = 0,
+        actual_total_cost_usd = 0,
+        actual_request_cost_usd = 0
+    WHERE id = $1
+    RETURNING request_id
+)
+INSERT INTO usage_settlement_snapshots (
+    request_id,
+    billing_status,
+    finalized_at
+)
+SELECT request_id, 'void', $3
+FROM updated_usage
+ON CONFLICT (request_id)
+DO UPDATE SET
+    billing_status = EXCLUDED.billing_status,
+    finalized_at = COALESCE(
+        usage_settlement_snapshots.finalized_at,
+        EXCLUDED.finalized_at
+    ),
+    updated_at = NOW()
 "#;
 const UPDATE_RECOVERED_STREAMING_CANDIDATES_SQL: &str = r#"
 UPDATE request_candidates

apps/aether-gateway/src/maintenance/runtime/tests.rs

@@ -29,7 +29,8 @@ use super::{
     usage_cleanup_window, wallet_daily_usage_aggregation_target, AppState, DbMaintenanceRunSummary,
     FailedPendingUsageRow, GatewayDataState, ProxyUpgradeRolloutProbeConfig, StalePendingUsageRow,
     UsageCleanupSettings, DELETE_STALE_WALLET_DAILY_USAGE_LEDGERS_SQL,
-    SELECT_WALLET_DAILY_USAGE_AGGREGATION_ROWS_SQL, USAGE_CLEANUP_HOUR, USAGE_CLEANUP_MINUTE,
+    SELECT_STALE_PENDING_USAGE_BATCH_SQL, SELECT_WALLET_DAILY_USAGE_AGGREGATION_ROWS_SQL,
+    UPDATE_FAILED_VOID_STALE_USAGE_SQL, USAGE_CLEANUP_HOUR, USAGE_CLEANUP_MINUTE,
     WALLET_DAILY_USAGE_AGGREGATION_HOUR, WALLET_DAILY_USAGE_AGGREGATION_MINUTE,
 };
 
@@ -90,6 +91,15 @@ fn wallet_daily_usage_queries_use_settlement_snapshots_for_wallet_identity() {
         .contains("usage_settlement_snapshots.wallet_id = ledgers.wallet_id"));
 }
 
+#[test]
+fn pending_cleanup_queries_use_settlement_snapshots_for_billing_authority() {
+    assert!(SELECT_STALE_PENDING_USAGE_BATCH_SQL.contains("LEFT JOIN usage_settlement_snapshots"));
+    assert!(SELECT_STALE_PENDING_USAGE_BATCH_SQL
+        .contains("COALESCE(usage_settlement_snapshots.billing_status, usage.billing_status)"));
+    assert!(UPDATE_FAILED_VOID_STALE_USAGE_SQL.contains("INSERT INTO usage_settlement_snapshots"));
+    assert!(UPDATE_FAILED_VOID_STALE_USAGE_SQL.contains("billing_status = EXCLUDED.billing_status"));
+}
+
 fn sample_connected_proxy_node(
     node_id: &str,
     heartbeat_interval: i32,